Within the scope of Six Standard Deviation methodologies, Chi-squared examination serves as a significant technique for evaluating the association between discreet variables. It allows practitioners to determine whether observed frequencies in multiple groups differ noticeably from expected values, assisting to detect likely reasons for operational